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        <a href="cornetto-module.html">Package&nbsp;cornetto</a> ::
        Module&nbsp;parse
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<h1 class="epydoc">Source Code for <a href="cornetto.parse-module.html">Module cornetto.parse</a></h1>
<pre class="py-src">
<a name="L1"></a><tt class="py-lineno">  1</tt>  <tt class="py-line"><tt class="py-comment"># -*- coding: utf-8 -*-</tt> </tt>
<a name="L2"></a><tt class="py-lineno">  2</tt>  <tt class="py-line"> </tt>
<a name="L3"></a><tt class="py-lineno">  3</tt>  <tt class="py-line"><tt class="py-comment"># Copyright (C) 2008-2010 by </tt> </tt>
<a name="L4"></a><tt class="py-lineno">  4</tt>  <tt class="py-line"><tt class="py-comment"># Erwin Marsi and Tilburg University</tt> </tt>
<a name="L5"></a><tt class="py-lineno">  5</tt>  <tt class="py-line"> </tt>
<a name="L6"></a><tt class="py-lineno">  6</tt>  <tt class="py-line"> </tt>
<a name="L7"></a><tt class="py-lineno">  7</tt>  <tt class="py-line"><tt class="py-comment"># This file is part of the Pycornetto package.</tt> </tt>
<a name="L8"></a><tt class="py-lineno">  8</tt>  <tt class="py-line"> </tt>
<a name="L9"></a><tt class="py-lineno">  9</tt>  <tt class="py-line"><tt class="py-comment"># Pycornetto is free software; you can redistribute it and/or modify</tt> </tt>
<a name="L10"></a><tt class="py-lineno"> 10</tt>  <tt class="py-line"><tt class="py-comment"># it under the terms of the GNU General Public License as published by</tt> </tt>
<a name="L11"></a><tt class="py-lineno"> 11</tt>  <tt class="py-line"><tt class="py-comment"># the Free Software Foundation; either version 3 of the License, or</tt> </tt>
<a name="L12"></a><tt class="py-lineno"> 12</tt>  <tt class="py-line"><tt class="py-comment"># (at your option) any later version.</tt> </tt>
<a name="L13"></a><tt class="py-lineno"> 13</tt>  <tt class="py-line"> </tt>
<a name="L14"></a><tt class="py-lineno"> 14</tt>  <tt class="py-line"><tt class="py-comment"># Pycornetto is distributed in the hope that it will be useful,</tt> </tt>
<a name="L15"></a><tt class="py-lineno"> 15</tt>  <tt class="py-line"><tt class="py-comment"># but WITHOUT ANY WARRANTY; without even the implied warranty of</tt> </tt>
<a name="L16"></a><tt class="py-lineno"> 16</tt>  <tt class="py-line"><tt class="py-comment"># MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the</tt> </tt>
<a name="L17"></a><tt class="py-lineno"> 17</tt>  <tt class="py-line"><tt class="py-comment"># GNU General Public License for more details.</tt> </tt>
<a name="L18"></a><tt class="py-lineno"> 18</tt>  <tt class="py-line"> </tt>
<a name="L19"></a><tt class="py-lineno"> 19</tt>  <tt class="py-line"><tt class="py-comment"># You should have received a copy of the GNU General Public License</tt> </tt>
<a name="L20"></a><tt class="py-lineno"> 20</tt>  <tt class="py-line"><tt class="py-comment"># along with this program.  If not, see &lt;http://www.gnu.org/licenses/&gt;.</tt> </tt>
<a name="L21"></a><tt class="py-lineno"> 21</tt>  <tt class="py-line"> </tt>
<a name="L22"></a><tt class="py-lineno"> 22</tt>  <tt class="py-line"><tt class="py-docstring">"""</tt> </tt>
<a name="L23"></a><tt class="py-lineno"> 23</tt>  <tt class="py-line"><tt class="py-docstring">parse the xml files which define the Cornetto database</tt> </tt>
<a name="L24"></a><tt class="py-lineno"> 24</tt>  <tt class="py-line"><tt class="py-docstring">"""</tt> </tt>
<a name="L25"></a><tt class="py-lineno"> 25</tt>  <tt class="py-line"> </tt>
<a name="L26"></a><tt class="py-lineno"> 26</tt>  <tt class="py-line"><tt class="py-comment"># TODO:</tt> </tt>
<a name="L27"></a><tt class="py-lineno"> 27</tt>  <tt class="py-line"><tt class="py-comment"># - remove code which cirumvents cdb bugs</tt> </tt>
<a name="L28"></a><tt class="py-lineno"> 28</tt>  <tt class="py-line"> </tt>
<a name="L29"></a><tt class="py-lineno"> 29</tt>  <tt class="py-line"><tt class="py-name">__author__</tt> <tt class="py-op">=</tt> <tt class="py-string">'Erwin Marsi &lt;e.c.marsi@uvt.nl&gt;'</tt> </tt>
<a name="L30"></a><tt class="py-lineno"> 30</tt>  <tt class="py-line"><tt id="link-0" class="py-name" targets="Variable cornetto.cornet.__revision__=cornetto.cornet-module.html#__revision__,Variable cornetto.parse.__revision__=cornetto.parse-module.html#__revision__,Variable cornetto.server.__revision__=cornetto.server-module.html#__revision__,Variable cornetto.simcornet.__revision__=cornetto.simcornet-module.html#__revision__,Variable cornetto.simserver.__revision__=cornetto.simserver-module.html#__revision__"><a title="cornetto.cornet.__revision__
cornetto.parse.__revision__
cornetto.server.__revision__
cornetto.simcornet.__revision__
cornetto.simserver.__revision__" class="py-name" href="#" onclick="return doclink('link-0', '__revision__', 'link-0');">__revision__</a></tt> <tt class="py-op">=</tt> <tt class="py-string">'$Id: parse.py 1148 2009-11-16 12:00:20Z emarsi $'</tt> </tt>
<a name="L31"></a><tt class="py-lineno"> 31</tt>  <tt class="py-line"><tt class="py-name">__version__</tt> <tt class="py-op">=</tt> <tt class="py-string">'0.6'</tt> </tt>
<a name="L32"></a><tt class="py-lineno"> 32</tt>  <tt class="py-line"> </tt>
<a name="L33"></a><tt class="py-lineno"> 33</tt>  <tt class="py-line"> </tt>
<a name="L34"></a><tt class="py-lineno"> 34</tt>  <tt class="py-line"><tt class="py-keyword">from</tt> <tt class="py-name">sys</tt> <tt class="py-keyword">import</tt> <tt class="py-name">stderr</tt> </tt>
<a name="L35"></a><tt class="py-lineno"> 35</tt>  <tt class="py-line"><tt class="py-keyword">from</tt> <tt class="py-name">xml</tt><tt class="py-op">.</tt><tt class="py-name">etree</tt><tt class="py-op">.</tt><tt class="py-name">cElementTree</tt> <tt class="py-keyword">import</tt> <tt class="py-name">ElementTree</tt><tt class="py-op">,</tt> <tt class="py-name">Element</tt><tt class="py-op">,</tt> <tt class="py-name">iterparse</tt><tt class="py-op">,</tt> <tt class="py-name">tostring</tt> </tt>
<a name="L36"></a><tt class="py-lineno"> 36</tt>  <tt class="py-line"> </tt>
<a name="L37"></a><tt class="py-lineno"> 37</tt>  <tt class="py-line"><tt class="py-keyword">from</tt> <tt class="py-name">distutils</tt><tt class="py-op">.</tt><tt class="py-name">version</tt> <tt class="py-keyword">import</tt> <tt class="py-name">LooseVersion</tt> </tt>
<a name="L38"></a><tt class="py-lineno"> 38</tt>  <tt class="py-line"><tt class="py-keyword">import</tt> <tt class="py-name">networkx</tt> </tt>
<a name="L39"></a><tt class="py-lineno"> 39</tt>  <tt class="py-line"> </tt>
<a name="L40"></a><tt class="py-lineno"> 40</tt>  <tt class="py-line"><tt class="py-keyword">if</tt> <tt class="py-name">LooseVersion</tt><tt class="py-op">(</tt><tt class="py-name">networkx</tt><tt class="py-op">.</tt><tt class="py-name">__version__</tt><tt class="py-op">)</tt> <tt class="py-op">&lt;</tt> <tt class="py-name">LooseVersion</tt><tt class="py-op">(</tt><tt class="py-string">'1.0'</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L41"></a><tt class="py-lineno"> 41</tt>  <tt class="py-line">    <tt class="py-keyword">raise</tt> <tt class="py-name">ImportError</tt><tt class="py-op">(</tt><tt class="py-string">"pycornetto requires networkx version 1.0rc1 or later"</tt> <tt class="py-op">+</tt> </tt>
<a name="L42"></a><tt class="py-lineno"> 42</tt>  <tt class="py-line">                      <tt class="py-string">"(this is version {0!r}"</tt><tt class="py-op">.</tt><tt class="py-name">format</tt><tt class="py-op">(</tt><tt class="py-name">networkx</tt><tt class="py-op">.</tt><tt class="py-name">__version__</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L43"></a><tt class="py-lineno"> 43</tt>  <tt class="py-line"> </tt>
<a name="L44"></a><tt class="py-lineno"> 44</tt>  <tt class="py-line"> </tt>
<a name="L45"></a><tt class="py-lineno"> 45</tt>  <tt class="py-line"> </tt>
<a name="_parse_cdb_lu"></a><div id="_parse_cdb_lu-def"><a name="L46"></a><tt class="py-lineno"> 46</tt> <a class="py-toggle" href="#" id="_parse_cdb_lu-toggle" onclick="return toggle('_parse_cdb_lu');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.parse-module.html#_parse_cdb_lu">_parse_cdb_lu</a><tt class="py-op">(</tt><tt class="py-param">file</tt><tt class="py-op">,</tt> <tt class="py-param">graph</tt><tt class="py-op">,</tt> <tt class="py-param">verbose</tt><tt class="py-op">=</tt><tt class="py-name">False</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="_parse_cdb_lu-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="_parse_cdb_lu-expanded"><a name="L47"></a><tt class="py-lineno"> 47</tt>  <tt class="py-line">    <tt class="py-docstring">"""</tt> </tt>
<a name="L48"></a><tt class="py-lineno"> 48</tt>  <tt class="py-line"><tt class="py-docstring">    Parse xml file which defines the lexical units.</tt> </tt>
<a name="L49"></a><tt class="py-lineno"> 49</tt>  <tt class="py-line"><tt class="py-docstring">    Add lexical units (as Element) to the XiGraph graph.</tt> </tt>
<a name="L50"></a><tt class="py-lineno"> 50</tt>  <tt class="py-line"><tt class="py-docstring">    Return the mappings form--&gt;lexical units and</tt> </tt>
<a name="L51"></a><tt class="py-lineno"> 51</tt>  <tt class="py-line"><tt class="py-docstring">    lexical-unit-id--&gt;lexical-unit</tt> </tt>
<a name="L52"></a><tt class="py-lineno"> 52</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="L53"></a><tt class="py-lineno"> 53</tt>  <tt class="py-line">    <tt class="py-name">parser</tt> <tt class="py-op">=</tt> <tt class="py-name">iterparse</tt><tt class="py-op">(</tt><tt class="py-name">file</tt><tt class="py-op">)</tt> </tt>
<a name="L54"></a><tt class="py-lineno"> 54</tt>  <tt class="py-line">    <tt class="py-keyword">return</tt> <tt id="link-1" class="py-name" targets="Function cornetto.parse._parse_lex_units()=cornetto.parse-module.html#_parse_lex_units"><a title="cornetto.parse._parse_lex_units" class="py-name" href="#" onclick="return doclink('link-1', '_parse_lex_units', 'link-1');">_parse_lex_units</a></tt><tt class="py-op">(</tt><tt class="py-name">parser</tt><tt class="py-op">,</tt> <tt class="py-name">graph</tt><tt class="py-op">,</tt> <tt class="py-name">verbose</tt><tt class="py-op">)</tt> </tt>
</div><a name="L55"></a><tt class="py-lineno"> 55</tt>  <tt class="py-line"> </tt>
<a name="L56"></a><tt class="py-lineno"> 56</tt>  <tt class="py-line"> </tt>
<a name="L57"></a><tt class="py-lineno"> 57</tt>  <tt class="py-line"> </tt>
<a name="_parse_lex_units"></a><div id="_parse_lex_units-def"><a name="L58"></a><tt class="py-lineno"> 58</tt> <a class="py-toggle" href="#" id="_parse_lex_units-toggle" onclick="return toggle('_parse_lex_units');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.parse-module.html#_parse_lex_units">_parse_lex_units</a><tt class="py-op">(</tt><tt class="py-param">parser</tt><tt class="py-op">,</tt> <tt class="py-param">graph</tt><tt class="py-op">,</tt> <tt class="py-param">verbose</tt><tt class="py-op">=</tt><tt class="py-name">False</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="_parse_lex_units-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="_parse_lex_units-expanded"><a name="L59"></a><tt class="py-lineno"> 59</tt>  <tt class="py-line">    <tt class="py-name">form2lu</tt> <tt class="py-op">=</tt> <tt class="py-op">{</tt><tt class="py-op">}</tt> </tt>
<a name="L60"></a><tt class="py-lineno"> 60</tt>  <tt class="py-line">    <tt class="py-name">c_lu_id2lu</tt> <tt class="py-op">=</tt> <tt class="py-op">{</tt><tt class="py-op">}</tt> </tt>
<a name="L61"></a><tt class="py-lineno"> 61</tt>  <tt class="py-line">     </tt>
<a name="L62"></a><tt class="py-lineno"> 62</tt>  <tt class="py-line">    <tt class="py-keyword">for</tt> <tt class="py-name">event</tt><tt class="py-op">,</tt> <tt class="py-name">elem</tt> <tt class="py-keyword">in</tt> <tt class="py-name">parser</tt><tt class="py-op">:</tt> </tt>
<a name="L63"></a><tt class="py-lineno"> 63</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-name">elem</tt><tt class="py-op">.</tt><tt class="py-name">tag</tt> <tt class="py-op">==</tt> <tt class="py-string">"cdb_lu"</tt><tt class="py-op">:</tt> </tt>
<a name="L64"></a><tt class="py-lineno"> 64</tt>  <tt class="py-line">            <tt class="py-comment"># make sure this attrib is NOT already present,</tt> </tt>
<a name="L65"></a><tt class="py-lineno"> 65</tt>  <tt class="py-line">            <tt class="py-comment"># because we are going to add it in _synonym_relations_to_edges()</tt> </tt>
<a name="L66"></a><tt class="py-lineno"> 66</tt>  <tt class="py-line">            <tt class="py-keyword">assert</tt> <tt class="py-keyword">not</tt> <tt class="py-name">elem</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"c_sy_id"</tt><tt class="py-op">)</tt> </tt>
<a name="L67"></a><tt class="py-lineno"> 67</tt>  <tt class="py-line">             </tt>
<a name="L68"></a><tt class="py-lineno"> 68</tt>  <tt class="py-line">            <tt class="py-name">c_lu_id</tt> <tt class="py-op">=</tt> <tt class="py-name">elem</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"c_lu_id"</tt><tt class="py-op">)</tt> </tt>
<a name="L69"></a><tt class="py-lineno"> 69</tt>  <tt class="py-line">            <tt class="py-comment"># REMOVE-ME: check unique id</tt> </tt>
<a name="L70"></a><tt class="py-lineno"> 70</tt>  <tt class="py-line">            <tt class="py-keyword">assert</tt> <tt class="py-name">c_lu_id</tt> <tt class="py-keyword">and</tt> <tt class="py-name">c_lu_id</tt> <tt class="py-keyword">not</tt> <tt class="py-keyword">in</tt> <tt class="py-name">c_lu_id2lu</tt> </tt>
<a name="L71"></a><tt class="py-lineno"> 71</tt>  <tt class="py-line">             </tt>
<a name="L72"></a><tt class="py-lineno"> 72</tt>  <tt class="py-line">            <tt class="py-name">graph</tt><tt class="py-op">.</tt><tt class="py-name">add_node</tt><tt class="py-op">(</tt><tt class="py-name">elem</tt><tt class="py-op">)</tt> </tt>
<a name="L73"></a><tt class="py-lineno"> 73</tt>  <tt class="py-line">            <tt class="py-name">c_lu_id2lu</tt><tt class="py-op">[</tt><tt class="py-name">c_lu_id</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">elem</tt> </tt>
<a name="L74"></a><tt class="py-lineno"> 74</tt>  <tt class="py-line">             </tt>
<a name="L75"></a><tt class="py-lineno"> 75</tt>  <tt class="py-line">            <tt class="py-comment"># note that value can be ascii or unicode (peculiarity of ElementTree)</tt> </tt>
<a name="L76"></a><tt class="py-lineno"> 76</tt>  <tt class="py-line">            <tt class="py-name">form</tt> <tt class="py-op">=</tt> <tt class="py-name">form_elem</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"form-spelling"</tt><tt class="py-op">)</tt> </tt>
<a name="L77"></a><tt class="py-lineno"> 77</tt>  <tt class="py-line">             </tt>
<a name="L78"></a><tt class="py-lineno"> 78</tt>  <tt class="py-line">            <tt class="py-comment"># REMOVE-ME: form should never be None </tt> </tt>
<a name="L79"></a><tt class="py-lineno"> 79</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">form</tt><tt class="py-op">:</tt> </tt>
<a name="L80"></a><tt class="py-lineno"> 80</tt>  <tt class="py-line">                <tt class="py-name">form2lu</tt><tt class="py-op">.</tt><tt class="py-name">setdefault</tt><tt class="py-op">(</tt><tt class="py-name">form</tt><tt class="py-op">,</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt><tt class="py-op">)</tt><tt class="py-op">.</tt><tt class="py-name">append</tt><tt class="py-op">(</tt><tt class="py-name">elem</tt><tt class="py-op">)</tt> </tt>
<a name="L81"></a><tt class="py-lineno"> 81</tt>  <tt class="py-line">            <tt class="py-keyword">elif</tt> <tt class="py-name">verbose</tt><tt class="py-op">:</tt> </tt>
<a name="L82"></a><tt class="py-lineno"> 82</tt>  <tt class="py-line">                <tt class="py-keyword">print</tt> <tt class="py-op">&gt;&gt;</tt><tt class="py-name">stderr</tt><tt class="py-op">,</tt> <tt class="py-op">(</tt><tt class="py-string">"Warning: form element in lexical unit with id "</tt> </tt>
<a name="L83"></a><tt class="py-lineno"> 83</tt>  <tt class="py-line">                                 <tt class="py-op">+</tt> <tt class="py-name">repr</tt><tt class="py-op">(</tt><tt class="py-name">c_lu_id</tt><tt class="py-op">)</tt> <tt class="py-op">+</tt> <tt class="py-string">" has no 'form-spelling' attribute"</tt><tt class="py-op">)</tt> </tt>
<a name="L84"></a><tt class="py-lineno"> 84</tt>  <tt class="py-line">                <tt class="py-keyword">continue</tt> </tt>
<a name="L85"></a><tt class="py-lineno"> 85</tt>  <tt class="py-line">             </tt>
<a name="L86"></a><tt class="py-lineno"> 86</tt>  <tt class="py-line">            <tt class="py-comment"># fix category flaws (ADJECTIVE, ADVERB, NOUN, VERB) in current</tt> </tt>
<a name="L87"></a><tt class="py-lineno"> 87</tt>  <tt class="py-line">            <tt class="py-comment"># release of Cornetto</tt> </tt>
<a name="L88"></a><tt class="py-lineno"> 88</tt>  <tt class="py-line">            <tt class="py-name">cat</tt> <tt class="py-op">=</tt> <tt class="py-name">form_elem</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"form-cat"</tt><tt class="py-op">,</tt> <tt class="py-string">""</tt><tt class="py-op">)</tt> </tt>
<a name="L89"></a><tt class="py-lineno"> 89</tt>  <tt class="py-line">            <tt class="py-name">newcat</tt> <tt class="py-op">=</tt> <tt class="py-name">cat</tt><tt class="py-op">.</tt><tt class="py-name">lower</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L90"></a><tt class="py-lineno"> 90</tt>  <tt class="py-line"> </tt>
<a name="L91"></a><tt class="py-lineno"> 91</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">newcat</tt> <tt class="py-op">==</tt> <tt class="py-string">"adjective"</tt><tt class="py-op">:</tt> </tt>
<a name="L92"></a><tt class="py-lineno"> 92</tt>  <tt class="py-line">                <tt class="py-name">newcat</tt> <tt class="py-op">=</tt> <tt class="py-string">"adj"</tt> </tt>
<a name="L93"></a><tt class="py-lineno"> 93</tt>  <tt class="py-line">            <tt class="py-keyword">elif</tt> <tt class="py-name">newcat</tt> <tt class="py-op">==</tt> <tt class="py-string">"adverb"</tt><tt class="py-op">:</tt> </tt>
<a name="L94"></a><tt class="py-lineno"> 94</tt>  <tt class="py-line">                <tt class="py-name">newcat</tt> <tt class="py-op">=</tt> <tt class="py-string">"adv"</tt> </tt>
<a name="L95"></a><tt class="py-lineno"> 95</tt>  <tt class="py-line">                 </tt>
<a name="L96"></a><tt class="py-lineno"> 96</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">newcat</tt> <tt class="py-op">!=</tt> <tt class="py-name">cat</tt><tt class="py-op">:</tt> </tt>
<a name="L97"></a><tt class="py-lineno"> 97</tt>  <tt class="py-line">                <tt class="py-keyword">if</tt> <tt class="py-name">verbose</tt><tt class="py-op">:</tt> </tt>
<a name="L98"></a><tt class="py-lineno"> 98</tt>  <tt class="py-line">                    <tt class="py-name">form_elem</tt><tt class="py-op">.</tt><tt class="py-name">set</tt><tt class="py-op">(</tt><tt class="py-string">"form-cat"</tt><tt class="py-op">,</tt> <tt class="py-name">newcat</tt><tt class="py-op">)</tt> </tt>
<a name="L99"></a><tt class="py-lineno"> 99</tt>  <tt class="py-line">                    <tt class="py-keyword">print</tt> <tt class="py-op">&gt;&gt;</tt><tt class="py-name">stderr</tt><tt class="py-op">,</tt> <tt class="py-op">(</tt><tt class="py-string">"Warning: changed cat from "</tt> <tt class="py-op">+</tt> <tt class="py-name">repr</tt><tt class="py-op">(</tt><tt class="py-name">cat</tt><tt class="py-op">)</tt> </tt>
<a name="L100"></a><tt class="py-lineno">100</tt>  <tt class="py-line">                                     <tt class="py-op">+</tt> <tt class="py-string">" to "</tt> <tt class="py-op">+</tt> <tt class="py-name">repr</tt><tt class="py-op">(</tt><tt class="py-name">newcat</tt><tt class="py-op">)</tt> <tt class="py-op">+</tt> <tt class="py-string">" in lexical unit with id "</tt> <tt class="py-op">+</tt> </tt>
<a name="L101"></a><tt class="py-lineno">101</tt>  <tt class="py-line">                                     <tt class="py-name">repr</tt><tt class="py-op">(</tt><tt class="py-name">c_lu_id</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L102"></a><tt class="py-lineno">102</tt>  <tt class="py-line">             </tt>
<a name="L103"></a><tt class="py-lineno">103</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-name">elem</tt><tt class="py-op">.</tt><tt class="py-name">tag</tt> <tt class="py-op">==</tt> <tt class="py-string">"form"</tt><tt class="py-op">:</tt> </tt>
<a name="L104"></a><tt class="py-lineno">104</tt>  <tt class="py-line">            <tt class="py-name">form_elem</tt> <tt class="py-op">=</tt> <tt class="py-name">elem</tt> </tt>
<a name="L105"></a><tt class="py-lineno">105</tt>  <tt class="py-line">             </tt>
<a name="L106"></a><tt class="py-lineno">106</tt>  <tt class="py-line">             </tt>
<a name="L107"></a><tt class="py-lineno">107</tt>  <tt class="py-line">    <tt class="py-keyword">return</tt> <tt class="py-name">form2lu</tt><tt class="py-op">,</tt> <tt class="py-name">c_lu_id2lu</tt> </tt>
</div><a name="L108"></a><tt class="py-lineno">108</tt>  <tt class="py-line"> </tt>
<a name="L109"></a><tt class="py-lineno">109</tt>  <tt class="py-line"> </tt>
<a name="L110"></a><tt class="py-lineno">110</tt>  <tt class="py-line"> </tt>
<a name="_parse_cdb_syn"></a><div id="_parse_cdb_syn-def"><a name="L111"></a><tt class="py-lineno">111</tt> <a class="py-toggle" href="#" id="_parse_cdb_syn-toggle" onclick="return toggle('_parse_cdb_syn');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.parse-module.html#_parse_cdb_syn">_parse_cdb_syn</a><tt class="py-op">(</tt><tt class="py-param">file</tt><tt class="py-op">,</tt> <tt class="py-param">c_lu_id2lu</tt><tt class="py-op">,</tt> <tt class="py-param">verbose</tt><tt class="py-op">=</tt><tt class="py-name">False</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="_parse_cdb_syn-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="_parse_cdb_syn-expanded"><a name="L112"></a><tt class="py-lineno">112</tt>  <tt class="py-line">    <tt class="py-docstring">"""</tt> </tt>
<a name="L113"></a><tt class="py-lineno">113</tt>  <tt class="py-line"><tt class="py-docstring">    Parse xml file which defines the synsets.</tt> </tt>
<a name="L114"></a><tt class="py-lineno">114</tt>  <tt class="py-line"><tt class="py-docstring">    Return the mappings synset-id--&gt;synset and</tt> </tt>
<a name="L115"></a><tt class="py-lineno">115</tt>  <tt class="py-line"><tt class="py-docstring">    synset-id--&gt;list-of-lexical-units</tt> </tt>
<a name="L116"></a><tt class="py-lineno">116</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="L117"></a><tt class="py-lineno">117</tt>  <tt class="py-line">    <tt class="py-comment"># FIXME</tt> </tt>
<a name="L118"></a><tt class="py-lineno">118</tt>  <tt class="py-line">    <tt class="py-comment"># It seems that the "target" attrib in the &lt;relation&gt; element,</tt> </tt>
<a name="L119"></a><tt class="py-lineno">119</tt>  <tt class="py-line">    <tt class="py-comment"># which specifies wn_internal relations,</tt> </tt>
<a name="L120"></a><tt class="py-lineno">120</tt>  <tt class="py-line">    <tt class="py-comment"># is using both cornetto id's (the "c_sy_id" attrib on &lt;cdb_synset&gt;) or </tt> </tt>
<a name="L121"></a><tt class="py-lineno">121</tt>  <tt class="py-line">    <tt class="py-comment"># word id's (the "d_synset_id" on &lt;cdb_synset&gt;) to identify</tt> </tt>
<a name="L122"></a><tt class="py-lineno">122</tt>  <tt class="py-line">    <tt class="py-comment"># related synsets. Hence, the sy_id2synset table stores both.</tt> </tt>
<a name="L123"></a><tt class="py-lineno">123</tt>  <tt class="py-line">    <tt class="py-comment"># The downside is tha he table becomes larger.</tt> </tt>
<a name="L124"></a><tt class="py-lineno">124</tt>  <tt class="py-line">    <tt class="py-comment"># This will probably be fixed in future releases of Cornetto.</tt> </tt>
<a name="L125"></a><tt class="py-lineno">125</tt>  <tt class="py-line">    <tt class="py-name">sy_id2synset</tt> <tt class="py-op">=</tt> <tt class="py-op">{</tt><tt class="py-op">}</tt> </tt>
<a name="L126"></a><tt class="py-lineno">126</tt>  <tt class="py-line"> </tt>
<a name="L127"></a><tt class="py-lineno">127</tt>  <tt class="py-line">    <tt class="py-comment"># This is a trading off space against speed,</tt> </tt>
<a name="L128"></a><tt class="py-lineno">128</tt>  <tt class="py-line">    <tt class="py-comment"># because otherwise we have to parse the &lt;synonsyms&gt; sections multiple times.</tt> </tt>
<a name="L129"></a><tt class="py-lineno">129</tt>  <tt class="py-line">    <tt class="py-comment"># This table will dropped once parse_cdb is finished.</tt> </tt>
<a name="L130"></a><tt class="py-lineno">130</tt>  <tt class="py-line">    <tt class="py-name">sy_id2lus</tt> <tt class="py-op">=</tt> <tt class="py-op">{</tt><tt class="py-op">}</tt> </tt>
<a name="L131"></a><tt class="py-lineno">131</tt>  <tt class="py-line">    <tt class="py-name">lus</tt> <tt class="py-op">=</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L132"></a><tt class="py-lineno">132</tt>  <tt class="py-line">    <tt class="py-comment"># REMOVE-ME: a list a synonym lu id's, because cdb is still buggy and</tt> </tt>
<a name="L133"></a><tt class="py-lineno">133</tt>  <tt class="py-line">    <tt class="py-comment"># sometimes targets the same lu multiple times</tt> </tt>
<a name="L134"></a><tt class="py-lineno">134</tt>  <tt class="py-line">    <tt class="py-name">seen_lu_ids</tt> <tt class="py-op">=</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L135"></a><tt class="py-lineno">135</tt>  <tt class="py-line">     </tt>
<a name="L136"></a><tt class="py-lineno">136</tt>  <tt class="py-line">    <tt class="py-name">parser</tt> <tt class="py-op">=</tt> <tt class="py-name">iterparse</tt><tt class="py-op">(</tt><tt class="py-name">file</tt><tt class="py-op">)</tt> </tt>
<a name="L137"></a><tt class="py-lineno">137</tt>  <tt class="py-line">     </tt>
<a name="L138"></a><tt class="py-lineno">138</tt>  <tt class="py-line">    <tt class="py-keyword">for</tt> <tt class="py-name">event</tt><tt class="py-op">,</tt> <tt class="py-name">elem</tt> <tt class="py-keyword">in</tt> <tt class="py-name">parser</tt><tt class="py-op">:</tt> </tt>
<a name="L139"></a><tt class="py-lineno">139</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-name">elem</tt><tt class="py-op">.</tt><tt class="py-name">tag</tt> <tt class="py-op">==</tt> <tt class="py-string">"cdb_synset"</tt><tt class="py-op">:</tt> </tt>
<a name="L140"></a><tt class="py-lineno">140</tt>  <tt class="py-line">            <tt class="py-name">c_sy_id</tt> <tt class="py-op">=</tt> <tt class="py-name">elem</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"c_sy_id"</tt><tt class="py-op">)</tt> </tt>
<a name="L141"></a><tt class="py-lineno">141</tt>  <tt class="py-line"> </tt>
<a name="L142"></a><tt class="py-lineno">142</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">c_sy_id</tt> <tt class="py-keyword">and</tt> <tt class="py-name">c_sy_id</tt> <tt class="py-keyword">not</tt> <tt class="py-keyword">in</tt> <tt class="py-name">sy_id2synset</tt><tt class="py-op">:</tt> </tt>
<a name="L143"></a><tt class="py-lineno">143</tt>  <tt class="py-line">                <tt class="py-name">sy_id2synset</tt><tt class="py-op">[</tt><tt class="py-name">c_sy_id</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">elem</tt> </tt>
<a name="L144"></a><tt class="py-lineno">144</tt>  <tt class="py-line">                <tt class="py-comment"># a superficial copy of the list of lexical units</tt> </tt>
<a name="L145"></a><tt class="py-lineno">145</tt>  <tt class="py-line">                <tt class="py-name">sy_id2lus</tt><tt class="py-op">[</tt><tt class="py-name">c_sy_id</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">lus</tt><tt class="py-op">[</tt><tt class="py-op">:</tt><tt class="py-op">]</tt> </tt>
<a name="L146"></a><tt class="py-lineno">146</tt>  <tt class="py-line">             </tt>
<a name="L147"></a><tt class="py-lineno">147</tt>  <tt class="py-line">            <tt class="py-name">d_synset_id</tt> <tt class="py-op">=</tt> <tt class="py-name">elem</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"d_synset_id"</tt><tt class="py-op">)</tt> </tt>
<a name="L148"></a><tt class="py-lineno">148</tt>  <tt class="py-line">            <tt class="py-comment"># not always present and may be identical to c_cy_id</tt> </tt>
<a name="L149"></a><tt class="py-lineno">149</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">d_synset_id</tt> <tt class="py-keyword">and</tt> <tt class="py-name">d_synset_id</tt> <tt class="py-op">!=</tt> <tt class="py-name">c_sy_id</tt><tt class="py-op">:</tt> </tt>
<a name="L150"></a><tt class="py-lineno">150</tt>  <tt class="py-line">                <tt class="py-name">sy_id2synset</tt><tt class="py-op">[</tt><tt class="py-name">d_synset_id</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">elem</tt> </tt>
<a name="L151"></a><tt class="py-lineno">151</tt>  <tt class="py-line">                <tt class="py-comment"># reuse the same copy of lus</tt> </tt>
<a name="L152"></a><tt class="py-lineno">152</tt>  <tt class="py-line">                <tt class="py-name">sy_id2lus</tt><tt class="py-op">[</tt><tt class="py-name">d_synset_id</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">sy_id2lus</tt><tt class="py-op">[</tt><tt class="py-name">c_sy_id</tt><tt class="py-op">]</tt>  </tt>
<a name="L153"></a><tt class="py-lineno">153</tt>  <tt class="py-line">                 </tt>
<a name="L154"></a><tt class="py-lineno">154</tt>  <tt class="py-line">            <tt class="py-name">lus</tt> <tt class="py-op">=</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L155"></a><tt class="py-lineno">155</tt>  <tt class="py-line">            <tt class="py-name">seen_lu_ids</tt> <tt class="py-op">=</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L156"></a><tt class="py-lineno">156</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-name">elem</tt><tt class="py-op">.</tt><tt class="py-name">tag</tt> <tt class="py-op">==</tt> <tt class="py-string">"synonym"</tt><tt class="py-op">:</tt> </tt>
<a name="L157"></a><tt class="py-lineno">157</tt>  <tt class="py-line">            <tt class="py-name">c_lu_id</tt> <tt class="py-op">=</tt> <tt class="py-name">elem</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"c_lu_id"</tt><tt class="py-op">)</tt> </tt>
<a name="L158"></a><tt class="py-lineno">158</tt>  <tt class="py-line">             </tt>
<a name="L159"></a><tt class="py-lineno">159</tt>  <tt class="py-line">            <tt class="py-keyword">try</tt><tt class="py-op">:</tt> </tt>
<a name="L160"></a><tt class="py-lineno">160</tt>  <tt class="py-line">                <tt class="py-name">lu</tt> <tt class="py-op">=</tt> <tt class="py-name">c_lu_id2lu</tt><tt class="py-op">[</tt><tt class="py-name">c_lu_id</tt><tt class="py-op">]</tt> </tt>
<a name="L161"></a><tt class="py-lineno">161</tt>  <tt class="py-line">            <tt class="py-keyword">except</tt> <tt class="py-name">KeyError</tt><tt class="py-op">:</tt> </tt>
<a name="L162"></a><tt class="py-lineno">162</tt>  <tt class="py-line">                <tt class="py-keyword">if</tt> <tt class="py-name">verbose</tt><tt class="py-op">:</tt> <tt class="py-keyword">print</tt> <tt class="py-op">&gt;&gt;</tt><tt class="py-name">stderr</tt><tt class="py-op">,</tt> <tt class="py-op">(</tt> <tt class="py-string">"Warning: lu with id "</tt> <tt class="py-op">+</tt> </tt>
<a name="L163"></a><tt class="py-lineno">163</tt>  <tt class="py-line">                                              <tt class="py-name">repr</tt><tt class="py-op">(</tt><tt class="py-name">c_lu_id</tt><tt class="py-op">)</tt> <tt class="py-op">+</tt> <tt class="py-string">" does not exist"</tt> <tt class="py-op">)</tt> </tt>
<a name="L164"></a><tt class="py-lineno">164</tt>  <tt class="py-line">                <tt class="py-keyword">continue</tt> </tt>
<a name="L165"></a><tt class="py-lineno">165</tt>  <tt class="py-line">             </tt>
<a name="L166"></a><tt class="py-lineno">166</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">c_lu_id</tt> <tt class="py-keyword">not</tt> <tt class="py-keyword">in</tt> <tt class="py-name">seen_lu_ids</tt><tt class="py-op">:</tt> </tt>
<a name="L167"></a><tt class="py-lineno">167</tt>  <tt class="py-line">                <tt class="py-name">lus</tt><tt class="py-op">.</tt><tt class="py-name">append</tt><tt class="py-op">(</tt><tt class="py-name">lu</tt><tt class="py-op">)</tt> </tt>
<a name="L168"></a><tt class="py-lineno">168</tt>  <tt class="py-line">                <tt class="py-name">seen_lu_ids</tt><tt class="py-op">.</tt><tt class="py-name">append</tt><tt class="py-op">(</tt><tt class="py-name">c_lu_id</tt><tt class="py-op">)</tt> </tt>
<a name="L169"></a><tt class="py-lineno">169</tt>  <tt class="py-line">             </tt>
<a name="L170"></a><tt class="py-lineno">170</tt>  <tt class="py-line">    <tt class="py-keyword">return</tt> <tt class="py-name">sy_id2synset</tt><tt class="py-op">,</tt> <tt class="py-name">sy_id2lus</tt> </tt>
</div><a name="L171"></a><tt class="py-lineno">171</tt>  <tt class="py-line"> </tt>
<a name="L172"></a><tt class="py-lineno">172</tt>  <tt class="py-line"> </tt>
<a name="_relations_to_edges"></a><div id="_relations_to_edges-def"><a name="L173"></a><tt class="py-lineno">173</tt> <a class="py-toggle" href="#" id="_relations_to_edges-toggle" onclick="return toggle('_relations_to_edges');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.parse-module.html#_relations_to_edges">_relations_to_edges</a><tt class="py-op">(</tt><tt class="py-param">c_lu_id2lu</tt><tt class="py-op">,</tt> <tt class="py-param">sy_id2synset</tt><tt class="py-op">,</tt> <tt class="py-param">sy_id2lus</tt><tt class="py-op">,</tt> <tt class="py-param">graph</tt><tt class="py-op">,</tt> <tt class="py-param">verbose</tt><tt class="py-op">=</tt><tt class="py-name">False</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="_relations_to_edges-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="_relations_to_edges-expanded"><a name="L174"></a><tt class="py-lineno">174</tt>  <tt class="py-line">    <tt class="py-docstring">"""</tt> </tt>
<a name="L175"></a><tt class="py-lineno">175</tt>  <tt class="py-line"><tt class="py-docstring">    Convert relations to graph edges </tt> </tt>
<a name="L176"></a><tt class="py-lineno">176</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="L177"></a><tt class="py-lineno">177</tt>  <tt class="py-line">    <tt class="py-comment"># FIXME</tt> </tt>
<a name="L178"></a><tt class="py-lineno">178</tt>  <tt class="py-line">    <tt class="py-comment"># A synset may appear twice in the table sy_id2synset </tt> </tt>
<a name="L179"></a><tt class="py-lineno">179</tt>  <tt class="py-line">    <tt class="py-comment"># so  we cannot iterate over its values directly.</tt> </tt>
<a name="L180"></a><tt class="py-lineno">180</tt>  <tt class="py-line">    <tt class="py-comment"># Instead, we must determine unqiue values first.</tt> </tt>
<a name="L181"></a><tt class="py-lineno">181</tt>  <tt class="py-line">    <tt class="py-comment"># (see remark for parse_cdb_syn)</tt> </tt>
<a name="L182"></a><tt class="py-lineno">182</tt>  <tt class="py-line">    <tt class="py-keyword">for</tt> <tt class="py-name">synset_el</tt> <tt class="py-keyword">in</tt> <tt class="py-name">set</tt><tt class="py-op">(</tt><tt class="py-name">sy_id2synset</tt><tt class="py-op">.</tt><tt class="py-name">values</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">)</tt><tt class="py-op">:</tt>                     </tt>
<a name="L183"></a><tt class="py-lineno">183</tt>  <tt class="py-line">        <tt id="link-2" class="py-name" targets="Function cornetto.parse._synonym_relations_to_edges()=cornetto.parse-module.html#_synonym_relations_to_edges"><a title="cornetto.parse._synonym_relations_to_edges" class="py-name" href="#" onclick="return doclink('link-2', '_synonym_relations_to_edges', 'link-2');">_synonym_relations_to_edges</a></tt><tt class="py-op">(</tt><tt class="py-name">synset_el</tt><tt class="py-op">,</tt> <tt class="py-name">c_lu_id2lu</tt><tt class="py-op">,</tt> <tt class="py-name">sy_id2lus</tt><tt class="py-op">,</tt> <tt class="py-name">graph</tt><tt class="py-op">,</tt> <tt class="py-name">verbose</tt><tt class="py-op">=</tt><tt class="py-name">False</tt><tt class="py-op">)</tt> </tt>
<a name="L184"></a><tt class="py-lineno">184</tt>  <tt class="py-line">        <tt id="link-3" class="py-name" targets="Function cornetto.parse._wn_internal_relations_to_edges()=cornetto.parse-module.html#_wn_internal_relations_to_edges"><a title="cornetto.parse._wn_internal_relations_to_edges" class="py-name" href="#" onclick="return doclink('link-3', '_wn_internal_relations_to_edges', 'link-3');">_wn_internal_relations_to_edges</a></tt><tt class="py-op">(</tt><tt class="py-name">synset_el</tt><tt class="py-op">,</tt> <tt class="py-name">c_lu_id2lu</tt><tt class="py-op">,</tt> <tt class="py-name">sy_id2lus</tt><tt class="py-op">,</tt> </tt>
<a name="L185"></a><tt class="py-lineno">185</tt>  <tt class="py-line">                                        <tt class="py-name">graph</tt><tt class="py-op">,</tt> <tt class="py-name">verbose</tt><tt class="py-op">=</tt><tt class="py-name">verbose</tt><tt class="py-op">)</tt> </tt>
</div><a name="L186"></a><tt class="py-lineno">186</tt>  <tt class="py-line">         </tt>
<a name="L187"></a><tt class="py-lineno">187</tt>  <tt class="py-line">         </tt>
<a name="_synonym_relations_to_edges"></a><div id="_synonym_relations_to_edges-def"><a name="L188"></a><tt class="py-lineno">188</tt> <a class="py-toggle" href="#" id="_synonym_relations_to_edges-toggle" onclick="return toggle('_synonym_relations_to_edges');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.parse-module.html#_synonym_relations_to_edges">_synonym_relations_to_edges</a><tt class="py-op">(</tt><tt class="py-param">synset_el</tt><tt class="py-op">,</tt> <tt class="py-param">c_lu_id2lu</tt><tt class="py-op">,</tt> <tt class="py-param">sy_id2lus</tt><tt class="py-op">,</tt> <tt class="py-param">graph</tt><tt class="py-op">,</tt> </tt>
<a name="L189"></a><tt class="py-lineno">189</tt>  <tt class="py-line">                                <tt class="py-param">verbose</tt><tt class="py-op">=</tt><tt class="py-name">False</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="_synonym_relations_to_edges-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="_synonym_relations_to_edges-expanded"><a name="L190"></a><tt class="py-lineno">190</tt>  <tt class="py-line">    <tt class="py-docstring">"""</tt> </tt>
<a name="L191"></a><tt class="py-lineno">191</tt>  <tt class="py-line"><tt class="py-docstring">    Add edges between all synonym lexical units in the graph.</tt> </tt>
<a name="L192"></a><tt class="py-lineno">192</tt>  <tt class="py-line"><tt class="py-docstring">    Also add a new 'c_sy_id' attribute to lexical unit elements </tt> </tt>
<a name="L193"></a><tt class="py-lineno">193</tt>  <tt class="py-line"><tt class="py-docstring">    which lists all synsets this unit belongs to.</tt> </tt>
<a name="L194"></a><tt class="py-lineno">194</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="L195"></a><tt class="py-lineno">195</tt>  <tt class="py-line">    <tt class="py-name">c_sy_id</tt> <tt class="py-op">=</tt> <tt class="py-name">synset_el</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"c_sy_id"</tt><tt class="py-op">)</tt> </tt>
<a name="L196"></a><tt class="py-lineno">196</tt>  <tt class="py-line">    <tt class="py-name">nodes</tt> <tt class="py-op">=</tt> <tt class="py-name">sy_id2lus</tt><tt class="py-op">[</tt><tt class="py-name">c_sy_id</tt><tt class="py-op">]</tt> </tt>
<a name="L197"></a><tt class="py-lineno">197</tt>  <tt class="py-line">     </tt>
<a name="L198"></a><tt class="py-lineno">198</tt>  <tt class="py-line">    <tt class="py-keyword">for</tt> <tt class="py-name">from_node</tt> <tt class="py-keyword">in</tt> <tt class="py-name">nodes</tt><tt class="py-op">:</tt> </tt>
<a name="L199"></a><tt class="py-lineno">199</tt>  <tt class="py-line">        <tt class="py-comment"># For later reference, add a pointer to all synset id's to which this</tt> </tt>
<a name="L200"></a><tt class="py-lineno">200</tt>  <tt class="py-line">        <tt class="py-comment"># lu belongs. Yes, a lexical unit can belong to multiple synsets.</tt> </tt>
<a name="L201"></a><tt class="py-lineno">201</tt>  <tt class="py-line">        <tt class="py-keyword">try</tt><tt class="py-op">:</tt> </tt>
<a name="L202"></a><tt class="py-lineno">202</tt>  <tt class="py-line">            <tt class="py-name">from_node</tt><tt class="py-op">.</tt><tt class="py-name">set</tt><tt class="py-op">(</tt><tt class="py-string">"c_sy_id"</tt><tt class="py-op">,</tt> <tt class="py-name">from_node</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"c_sy_id"</tt><tt class="py-op">)</tt> <tt class="py-op">+</tt> <tt class="py-string">","</tt> <tt class="py-op">+</tt> <tt class="py-name">c_sy_id</tt><tt class="py-op">)</tt> </tt>
<a name="L203"></a><tt class="py-lineno">203</tt>  <tt class="py-line">        <tt class="py-keyword">except</tt> <tt class="py-name">TypeError</tt><tt class="py-op">:</tt> </tt>
<a name="L204"></a><tt class="py-lineno">204</tt>  <tt class="py-line">            <tt class="py-name">from_node</tt><tt class="py-op">.</tt><tt class="py-name">set</tt><tt class="py-op">(</tt><tt class="py-string">"c_sy_id"</tt><tt class="py-op">,</tt> <tt class="py-name">c_sy_id</tt><tt class="py-op">)</tt> </tt>
<a name="L205"></a><tt class="py-lineno">205</tt>  <tt class="py-line">         </tt>
<a name="L206"></a><tt class="py-lineno">206</tt>  <tt class="py-line">        <tt class="py-keyword">for</tt> <tt class="py-name">to_node</tt> <tt class="py-keyword">in</tt> <tt class="py-name">nodes</tt><tt class="py-op">:</tt> </tt>
<a name="L207"></a><tt class="py-lineno">207</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">from_node</tt> <tt class="py-keyword">is</tt> <tt class="py-keyword">not</tt> <tt class="py-name">to_node</tt><tt class="py-op">:</tt> </tt>
<a name="L208"></a><tt class="py-lineno">208</tt>  <tt class="py-line">                <tt id="link-4" class="py-name" targets="Function cornetto.parse.add_edge()=cornetto.parse-module.html#add_edge"><a title="cornetto.parse.add_edge" class="py-name" href="#" onclick="return doclink('link-4', 'add_edge', 'link-4');">add_edge</a></tt><tt class="py-op">(</tt><tt class="py-name">graph</tt><tt class="py-op">,</tt> <tt class="py-name">from_node</tt><tt class="py-op">,</tt> <tt class="py-name">to_node</tt><tt class="py-op">,</tt> <tt class="py-name">relation</tt><tt class="py-op">=</tt><tt class="py-string">"SYNONYM"</tt><tt class="py-op">,</tt> </tt>
<a name="L209"></a><tt class="py-lineno">209</tt>  <tt class="py-line">                         <tt class="py-name">verbose</tt><tt class="py-op">=</tt><tt class="py-name">verbose</tt><tt class="py-op">)</tt> </tt>
</div><a name="L210"></a><tt class="py-lineno">210</tt>  <tt class="py-line">                 </tt>
<a name="L211"></a><tt class="py-lineno">211</tt>  <tt class="py-line">                 </tt>
<a name="add_edge"></a><div id="add_edge-def"><a name="L212"></a><tt class="py-lineno">212</tt> <a class="py-toggle" href="#" id="add_edge-toggle" onclick="return toggle('add_edge');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.parse-module.html#add_edge">add_edge</a><tt class="py-op">(</tt><tt class="py-param">graph</tt><tt class="py-op">,</tt> <tt class="py-param">from_node</tt><tt class="py-op">,</tt> <tt class="py-param">to_node</tt><tt class="py-op">,</tt> <tt class="py-param">relation</tt><tt class="py-op">,</tt> <tt class="py-param">verbose</tt><tt class="py-op">=</tt><tt class="py-name">False</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="add_edge-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="add_edge-expanded"><a name="L213"></a><tt class="py-lineno">213</tt>  <tt class="py-line">    <tt class="py-comment"># this filters out some obviously wrong relations still present in</tt> </tt>
<a name="L214"></a><tt class="py-lineno">214</tt>  <tt class="py-line">    <tt class="py-comment"># Cornetto</tt> </tt>
<a name="L215"></a><tt class="py-lineno">215</tt>  <tt class="py-line">     </tt>
<a name="L216"></a><tt class="py-lineno">216</tt>  <tt class="py-line">    <tt class="py-comment"># 1. prevent self-refering relations</tt> </tt>
<a name="L217"></a><tt class="py-lineno">217</tt>  <tt class="py-line">    <tt class="py-keyword">if</tt> <tt class="py-name">from_node</tt> <tt class="py-op">==</tt> <tt class="py-name">to_node</tt><tt class="py-op">:</tt> </tt>
<a name="L218"></a><tt class="py-lineno">218</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-name">verbose</tt><tt class="py-op">:</tt> </tt>
<a name="L219"></a><tt class="py-lineno">219</tt>  <tt class="py-line">            <tt class="py-name">lu_id</tt> <tt class="py-op">=</tt> <tt class="py-name">from_node</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"c_lu_id"</tt><tt class="py-op">)</tt> </tt>
<a name="L220"></a><tt class="py-lineno">220</tt>  <tt class="py-line">            <tt class="py-keyword">print</tt> <tt class="py-op">&gt;&gt;</tt><tt class="py-name">stderr</tt><tt class="py-op">,</tt> <tt class="py-op">(</tt> <tt class="py-string">"Warning: filtered self-referring relation "</tt> <tt class="py-op">+</tt> </tt>
<a name="L221"></a><tt class="py-lineno">221</tt>  <tt class="py-line">                              <tt class="py-name">repr</tt><tt class="py-op">(</tt><tt class="py-name">relation</tt><tt class="py-op">)</tt> <tt class="py-op">+</tt> <tt class="py-string">" on lexical unit "</tt> <tt class="py-op">+</tt> <tt class="py-name">repr</tt><tt class="py-op">(</tt><tt class="py-name">lu_id</tt><tt class="py-op">)</tt> <tt class="py-op">)</tt> </tt>
<a name="L222"></a><tt class="py-lineno">222</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> </tt>
<a name="L223"></a><tt class="py-lineno">223</tt>  <tt class="py-line">     </tt>
<a name="L224"></a><tt class="py-lineno">224</tt>  <tt class="py-line">    <tt class="py-comment"># 2. prevent multi-edges with identical relations</tt> </tt>
<a name="L225"></a><tt class="py-lineno">225</tt>  <tt class="py-line">    <tt class="py-keyword">try</tt><tt class="py-op">:</tt> </tt>
<a name="L226"></a><tt class="py-lineno">226</tt>  <tt class="py-line">        <tt class="py-keyword">for</tt> <tt class="py-name">attr</tt> <tt class="py-keyword">in</tt> <tt class="py-name">graph</tt><tt class="py-op">[</tt><tt class="py-name">from_node</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-name">to_node</tt><tt class="py-op">]</tt><tt class="py-op">.</tt><tt class="py-name">values</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L227"></a><tt class="py-lineno">227</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">attr</tt><tt class="py-op">[</tt><tt class="py-string">"relation"</tt><tt class="py-op">]</tt> <tt class="py-op">==</tt> <tt class="py-name">relation</tt><tt class="py-op">:</tt> </tt>
<a name="L228"></a><tt class="py-lineno">228</tt>  <tt class="py-line">                <tt class="py-keyword">if</tt> <tt class="py-name">verbose</tt><tt class="py-op">:</tt> </tt>
<a name="L229"></a><tt class="py-lineno">229</tt>  <tt class="py-line">                    <tt class="py-name">from_lu_id</tt> <tt class="py-op">=</tt> <tt class="py-name">from_node</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"c_lu_id"</tt><tt class="py-op">)</tt> </tt>
<a name="L230"></a><tt class="py-lineno">230</tt>  <tt class="py-line">                    <tt class="py-name">to_lu_id</tt> <tt class="py-op">=</tt> <tt class="py-name">to_node</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"c_lu_id"</tt><tt class="py-op">)</tt> </tt>
<a name="L231"></a><tt class="py-lineno">231</tt>  <tt class="py-line">                    <tt class="py-keyword">print</tt> <tt class="py-op">&gt;&gt;</tt><tt class="py-name">stderr</tt><tt class="py-op">,</tt> <tt class="py-op">(</tt> <tt class="py-string">"Warning: filtered duplicate relation "</tt> </tt>
<a name="L232"></a><tt class="py-lineno">232</tt>  <tt class="py-line">                                      <tt class="py-op">+</tt> <tt class="py-name">repr</tt><tt class="py-op">(</tt><tt class="py-name">relation</tt><tt class="py-op">)</tt> <tt class="py-op">+</tt> <tt class="py-string">" between lexical unit "</tt> <tt class="py-op">+</tt> </tt>
<a name="L233"></a><tt class="py-lineno">233</tt>  <tt class="py-line">                                      <tt class="py-name">repr</tt><tt class="py-op">(</tt><tt class="py-name">from_lu_id</tt><tt class="py-op">)</tt> <tt class="py-op">+</tt> <tt class="py-string">" and "</tt> <tt class="py-op">+</tt> <tt class="py-name">repr</tt><tt class="py-op">(</tt><tt class="py-name">to_lu_id</tt><tt class="py-op">)</tt> <tt class="py-op">)</tt> </tt>
<a name="L234"></a><tt class="py-lineno">234</tt>  <tt class="py-line">                <tt class="py-keyword">return</tt> </tt>
<a name="L235"></a><tt class="py-lineno">235</tt>  <tt class="py-line">    <tt class="py-keyword">except</tt> <tt class="py-name">KeyError</tt><tt class="py-op">:</tt> </tt>
<a name="L236"></a><tt class="py-lineno">236</tt>  <tt class="py-line">        <tt class="py-comment"># no edge yet</tt> </tt>
<a name="L237"></a><tt class="py-lineno">237</tt>  <tt class="py-line">        <tt class="py-keyword">pass</tt> </tt>
<a name="L238"></a><tt class="py-lineno">238</tt>  <tt class="py-line">     </tt>
<a name="L239"></a><tt class="py-lineno">239</tt>  <tt class="py-line">    <tt class="py-name">graph</tt><tt class="py-op">.</tt><tt id="link-5" class="py-name"><a title="cornetto.parse.add_edge" class="py-name" href="#" onclick="return doclink('link-5', 'add_edge', 'link-4');">add_edge</a></tt><tt class="py-op">(</tt><tt class="py-name">from_node</tt><tt class="py-op">,</tt> <tt class="py-name">to_node</tt><tt class="py-op">,</tt> <tt class="py-name">relation</tt><tt class="py-op">=</tt><tt class="py-name">relation</tt><tt class="py-op">)</tt> </tt>
</div><a name="L240"></a><tt class="py-lineno">240</tt>  <tt class="py-line"> </tt>
<a name="L241"></a><tt class="py-lineno">241</tt>  <tt class="py-line">     </tt>
<a name="_wn_internal_relations_to_edges"></a><div id="_wn_internal_relations_to_edges-def"><a name="L242"></a><tt class="py-lineno">242</tt> <a class="py-toggle" href="#" id="_wn_internal_relations_to_edges-toggle" onclick="return toggle('_wn_internal_relations_to_edges');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.parse-module.html#_wn_internal_relations_to_edges">_wn_internal_relations_to_edges</a><tt class="py-op">(</tt><tt class="py-param">synset_el</tt><tt class="py-op">,</tt> <tt class="py-param">c_lu_id2lu</tt><tt class="py-op">,</tt> <tt class="py-param">sy_id2lus</tt><tt class="py-op">,</tt> <tt class="py-param">graph</tt><tt class="py-op">,</tt> </tt>
<a name="L243"></a><tt class="py-lineno">243</tt>  <tt class="py-line">                                    <tt class="py-param">verbose</tt><tt class="py-op">=</tt><tt class="py-name">False</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="_wn_internal_relations_to_edges-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="_wn_internal_relations_to_edges-expanded"><a name="L244"></a><tt class="py-lineno">244</tt>  <tt class="py-line">    <tt class="py-docstring">""" </tt> </tt>
<a name="L245"></a><tt class="py-lineno">245</tt>  <tt class="py-line"><tt class="py-docstring">    Add edges between lexical units from this synset to other lexical units</tt> </tt>
<a name="L246"></a><tt class="py-lineno">246</tt>  <tt class="py-line"><tt class="py-docstring">    from related synsets.</tt> </tt>
<a name="L247"></a><tt class="py-lineno">247</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="L248"></a><tt class="py-lineno">248</tt>  <tt class="py-line">    <tt class="py-name">c_sy_id</tt> <tt class="py-op">=</tt> <tt class="py-name">synset_el</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"c_sy_id"</tt><tt class="py-op">)</tt> </tt>
<a name="L249"></a><tt class="py-lineno">249</tt>  <tt class="py-line">    <tt class="py-name">from_nodes</tt> <tt class="py-op">=</tt> <tt class="py-name">sy_id2lus</tt><tt class="py-op">[</tt><tt class="py-name">c_sy_id</tt><tt class="py-op">]</tt> </tt>
<a name="L250"></a><tt class="py-lineno">250</tt>  <tt class="py-line">         </tt>
<a name="L251"></a><tt class="py-lineno">251</tt>  <tt class="py-line">    <tt class="py-keyword">for</tt> <tt class="py-name">relation_el</tt> <tt class="py-keyword">in</tt> <tt class="py-name">synset_el</tt><tt class="py-op">.</tt><tt class="py-name">find</tt><tt class="py-op">(</tt><tt class="py-string">"wn_internal_relations"</tt><tt class="py-op">)</tt> <tt class="py-keyword">or</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt><tt class="py-op">:</tt> </tt>
<a name="L252"></a><tt class="py-lineno">252</tt>  <tt class="py-line">        <tt class="py-name">relation</tt> <tt class="py-op">=</tt> <tt class="py-name">relation_el</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"relation_name"</tt><tt class="py-op">)</tt> </tt>
<a name="L253"></a><tt class="py-lineno">253</tt>  <tt class="py-line">        <tt class="py-comment"># target can identify another synset by c_sy_id or d_synset_id</tt> </tt>
<a name="L254"></a><tt class="py-lineno">254</tt>  <tt class="py-line">        <tt class="py-name">target</tt> <tt class="py-op">=</tt> <tt class="py-name">relation_el</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"target"</tt><tt class="py-op">)</tt> </tt>
<a name="L255"></a><tt class="py-lineno">255</tt>  <tt class="py-line">         </tt>
<a name="L256"></a><tt class="py-lineno">256</tt>  <tt class="py-line">        <tt class="py-keyword">try</tt><tt class="py-op">:</tt> </tt>
<a name="L257"></a><tt class="py-lineno">257</tt>  <tt class="py-line">            <tt class="py-name">to_nodes</tt> <tt class="py-op">=</tt> <tt class="py-name">sy_id2lus</tt><tt class="py-op">[</tt><tt class="py-name">target</tt><tt class="py-op">]</tt> </tt>
<a name="L258"></a><tt class="py-lineno">258</tt>  <tt class="py-line">        <tt class="py-keyword">except</tt> <tt class="py-name">KeyError</tt><tt class="py-op">:</tt> </tt>
<a name="L259"></a><tt class="py-lineno">259</tt>  <tt class="py-line">            <tt class="py-comment"># FIXME: this may report the same error many times</tt> </tt>
<a name="L260"></a><tt class="py-lineno">260</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">verbose</tt><tt class="py-op">:</tt> <tt class="py-keyword">print</tt> <tt class="py-op">&gt;&gt;</tt><tt class="py-name">stderr</tt><tt class="py-op">,</tt> <tt class="py-op">(</tt> <tt class="py-string">"Warning: synset with id "</tt> <tt class="py-op">+</tt> </tt>
<a name="L261"></a><tt class="py-lineno">261</tt>  <tt class="py-line">                                          <tt class="py-name">repr</tt><tt class="py-op">(</tt><tt class="py-name">target</tt><tt class="py-op">)</tt> <tt class="py-op">+</tt> <tt class="py-string">" does not exist"</tt> <tt class="py-op">)</tt> </tt>
<a name="L262"></a><tt class="py-lineno">262</tt>  <tt class="py-line">            <tt class="py-keyword">continue</tt> </tt>
<a name="L263"></a><tt class="py-lineno">263</tt>  <tt class="py-line">         </tt>
<a name="L264"></a><tt class="py-lineno">264</tt>  <tt class="py-line">        <tt class="py-keyword">for</tt> <tt class="py-name">from_node</tt> <tt class="py-keyword">in</tt> <tt class="py-name">from_nodes</tt><tt class="py-op">:</tt> </tt>
<a name="L265"></a><tt class="py-lineno">265</tt>  <tt class="py-line">            <tt class="py-keyword">for</tt> <tt class="py-name">to_node</tt> <tt class="py-keyword">in</tt> <tt class="py-name">to_nodes</tt><tt class="py-op">:</tt> </tt>
<a name="L266"></a><tt class="py-lineno">266</tt>  <tt class="py-line">                <tt class="py-comment"># here we are losing all other info on &lt;relation&gt;</tt> </tt>
<a name="L267"></a><tt class="py-lineno">267</tt>  <tt class="py-line">                <tt class="py-comment"># apart from the attrib relation_name...</tt> </tt>
<a name="L268"></a><tt class="py-lineno">268</tt>  <tt class="py-line">                <tt id="link-6" class="py-name"><a title="cornetto.parse.add_edge" class="py-name" href="#" onclick="return doclink('link-6', 'add_edge', 'link-4');">add_edge</a></tt><tt class="py-op">(</tt><tt class="py-name">graph</tt><tt class="py-op">,</tt> <tt class="py-name">from_node</tt><tt class="py-op">,</tt> <tt class="py-name">to_node</tt><tt class="py-op">,</tt> <tt class="py-name">relation</tt><tt class="py-op">=</tt><tt class="py-name">relation</tt><tt class="py-op">,</tt> </tt>
<a name="L269"></a><tt class="py-lineno">269</tt>  <tt class="py-line">                         <tt class="py-name">verbose</tt><tt class="py-op">=</tt><tt class="py-name">verbose</tt><tt class="py-op">)</tt> </tt>
</div><a name="L270"></a><tt class="py-lineno">270</tt>  <tt class="py-line"> </tt>
<a name="L271"></a><tt class="py-lineno">271</tt>  <tt class="py-line">                 </tt>
<a name="L272"></a><tt class="py-lineno">272</tt>  <tt class="py-line">                 </tt>
<a name="parse_cdb"></a><div id="parse_cdb-def"><a name="L273"></a><tt class="py-lineno">273</tt> <a class="py-toggle" href="#" id="parse_cdb-toggle" onclick="return toggle('parse_cdb');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.parse-module.html#parse_cdb">parse_cdb</a><tt class="py-op">(</tt><tt class="py-param">cdb_lu</tt><tt class="py-op">,</tt> <tt class="py-param">cdb_syn</tt><tt class="py-op">,</tt> <tt class="py-param">verbose</tt><tt class="py-op">=</tt><tt class="py-name">False</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="parse_cdb-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="parse_cdb-expanded"><a name="L274"></a><tt class="py-lineno">274</tt>  <tt class="py-line">    <tt class="py-docstring">"""</tt> </tt>
<a name="L275"></a><tt class="py-lineno">275</tt>  <tt class="py-line"><tt class="py-docstring">    parse the xml files which define the Cornetto database</tt> </tt>
<a name="L276"></a><tt class="py-lineno">276</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L277"></a><tt class="py-lineno">277</tt>  <tt class="py-line"><tt class="py-docstring">    Returns a tuple with the following information:</tt> </tt>
<a name="L278"></a><tt class="py-lineno">278</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L279"></a><tt class="py-lineno">279</tt>  <tt class="py-line"><tt class="py-docstring">        1. form2lu: a dict mapping word forms (i.e. a value of the </tt> </tt>
<a name="L280"></a><tt class="py-lineno">280</tt>  <tt class="py-line"><tt class="py-docstring">                    "form-spelling" attribute on a &lt;form&gt; element) to  the</tt> </tt>
<a name="L281"></a><tt class="py-lineno">281</tt>  <tt class="py-line"><tt class="py-docstring">                    corresponding lexical unit (i.e. an Element instance </tt> </tt>
<a name="L282"></a><tt class="py-lineno">282</tt>  <tt class="py-line"><tt class="py-docstring">                    resulting from parsing the &lt;cdb_lu&gt; xml string)</tt> </tt>
<a name="L283"></a><tt class="py-lineno">283</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L284"></a><tt class="py-lineno">284</tt>  <tt class="py-line"><tt class="py-docstring">        2. c_lu_id2lu: a dict which maps cornette lexical unit identifiers</tt> </tt>
<a name="L285"></a><tt class="py-lineno">285</tt>  <tt class="py-line"><tt class="py-docstring">                       (i.e. the value of the c_lu_id attribute on a &lt;cdb_lu&gt;</tt> </tt>
<a name="L286"></a><tt class="py-lineno">286</tt>  <tt class="py-line"><tt class="py-docstring">                       element) to a lexical unit (i.e. an Element instance</tt> </tt>
<a name="L287"></a><tt class="py-lineno">287</tt>  <tt class="py-line"><tt class="py-docstring">                       resulting from parsing the &lt;cdb_lu&gt; xml string)</tt> </tt>
<a name="L288"></a><tt class="py-lineno">288</tt>  <tt class="py-line"><tt class="py-docstring">                       </tt> </tt>
<a name="L289"></a><tt class="py-lineno">289</tt>  <tt class="py-line"><tt class="py-docstring">        3. sy_id2synset: a dict which maps cornette/wordnet synset identifiers</tt> </tt>
<a name="L290"></a><tt class="py-lineno">290</tt>  <tt class="py-line"><tt class="py-docstring">                       (i.e. the value of the "c_sy_id" or "d_synset_id" attribute </tt> </tt>
<a name="L291"></a><tt class="py-lineno">291</tt>  <tt class="py-line"><tt class="py-docstring">                       on a &lt;cdb_synset&gt; element) to a lexical unit (i.e. an Element </tt> </tt>
<a name="L292"></a><tt class="py-lineno">292</tt>  <tt class="py-line"><tt class="py-docstring">                       instance resulting from parsing the &lt;cdb_synset&gt; xml string)</tt> </tt>
<a name="L293"></a><tt class="py-lineno">293</tt>  <tt class="py-line"><tt class="py-docstring">                       </tt> </tt>
<a name="L294"></a><tt class="py-lineno">294</tt>  <tt class="py-line"><tt class="py-docstring">        4. graph: an instance of a subclass of Graph from the networkx package, where </tt> </tt>
<a name="L295"></a><tt class="py-lineno">295</tt>  <tt class="py-line"><tt class="py-docstring">                  - nodes are Element instances corresponding &lt;cdb_lu&gt; xml strings</tt> </tt>
<a name="L296"></a><tt class="py-lineno">296</tt>  <tt class="py-line"><tt class="py-docstring">                  - edges are Element instances corresponding to &lt;relation&gt; elements</tt> </tt>
<a name="L297"></a><tt class="py-lineno">297</tt>  <tt class="py-line"><tt class="py-docstring">                    or to the synonym relation which holds between members of the </tt> </tt>
<a name="L298"></a><tt class="py-lineno">298</tt>  <tt class="py-line"><tt class="py-docstring">                    same synset</tt> </tt>
<a name="L299"></a><tt class="py-lineno">299</tt>  <tt class="py-line"><tt class="py-docstring">           The graph will XDiGraph for Networkx versions &lt;= 0.37 and MultiDiGraph</tt> </tt>
<a name="L300"></a><tt class="py-lineno">300</tt>  <tt class="py-line"><tt class="py-docstring">           for networkx versions &gt;= 0.99</tt> </tt>
<a name="L301"></a><tt class="py-lineno">301</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L302"></a><tt class="py-lineno">302</tt>  <tt class="py-line"><tt class="py-docstring">    @param cdb_lu: xml definition of the lexical units</tt> </tt>
<a name="L303"></a><tt class="py-lineno">303</tt>  <tt class="py-line"><tt class="py-docstring">    @type cdb_lu: file or filename</tt> </tt>
<a name="L304"></a><tt class="py-lineno">304</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L305"></a><tt class="py-lineno">305</tt>  <tt class="py-line"><tt class="py-docstring">    @param cdb_syn: xml definition of the synsets</tt> </tt>
<a name="L306"></a><tt class="py-lineno">306</tt>  <tt class="py-line"><tt class="py-docstring">    @type cdb_syn: file or filename</tt> </tt>
<a name="L307"></a><tt class="py-lineno">307</tt>  <tt class="py-line"><tt class="py-docstring"></tt> </tt>
<a name="L308"></a><tt class="py-lineno">308</tt>  <tt class="py-line"><tt class="py-docstring">    @keyword verbose: verbose output during parsing</tt> </tt>
<a name="L309"></a><tt class="py-lineno">309</tt>  <tt class="py-line"><tt class="py-docstring">    @type verbose: bool</tt> </tt>
<a name="L310"></a><tt class="py-lineno">310</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L311"></a><tt class="py-lineno">311</tt>  <tt class="py-line"><tt class="py-docstring">    @return: tuple(dict, dict, dict, Graph subclass)</tt> </tt>
<a name="L312"></a><tt class="py-lineno">312</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="L313"></a><tt class="py-lineno">313</tt>  <tt class="py-line">    <tt class="py-name">graph</tt> <tt class="py-op">=</tt> <tt class="py-name">networkx</tt><tt class="py-op">.</tt><tt class="py-name">MultiDiGraph</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L314"></a><tt class="py-lineno">314</tt>  <tt class="py-line"> </tt>
<a name="L315"></a><tt class="py-lineno">315</tt>  <tt class="py-line">    <tt class="py-name">form2lu</tt><tt class="py-op">,</tt> <tt class="py-name">c_lu_id2lu</tt> <tt class="py-op">=</tt> <tt id="link-7" class="py-name" targets="Function cornetto.parse._parse_cdb_lu()=cornetto.parse-module.html#_parse_cdb_lu"><a title="cornetto.parse._parse_cdb_lu" class="py-name" href="#" onclick="return doclink('link-7', '_parse_cdb_lu', 'link-7');">_parse_cdb_lu</a></tt><tt class="py-op">(</tt><tt class="py-name">cdb_lu</tt><tt class="py-op">,</tt> <tt class="py-name">graph</tt><tt class="py-op">,</tt> <tt class="py-name">verbose</tt><tt class="py-op">=</tt><tt class="py-name">verbose</tt><tt class="py-op">)</tt> </tt>
<a name="L316"></a><tt class="py-lineno">316</tt>  <tt class="py-line"> </tt>
<a name="L317"></a><tt class="py-lineno">317</tt>  <tt class="py-line">    <tt class="py-name">sy_id2synset</tt><tt class="py-op">,</tt> <tt class="py-name">sy_id2lus</tt> <tt class="py-op">=</tt> <tt id="link-8" class="py-name" targets="Function cornetto.parse._parse_cdb_syn()=cornetto.parse-module.html#_parse_cdb_syn"><a title="cornetto.parse._parse_cdb_syn" class="py-name" href="#" onclick="return doclink('link-8', '_parse_cdb_syn', 'link-8');">_parse_cdb_syn</a></tt><tt class="py-op">(</tt><tt class="py-name">cdb_syn</tt><tt class="py-op">,</tt> <tt class="py-name">c_lu_id2lu</tt><tt class="py-op">,</tt> </tt>
<a name="L318"></a><tt class="py-lineno">318</tt>  <tt class="py-line">                                             <tt class="py-name">verbose</tt><tt class="py-op">=</tt><tt class="py-name">verbose</tt><tt class="py-op">)</tt> </tt>
<a name="L319"></a><tt class="py-lineno">319</tt>  <tt class="py-line"> </tt>
<a name="L320"></a><tt class="py-lineno">320</tt>  <tt class="py-line">    <tt id="link-9" class="py-name" targets="Function cornetto.parse._relations_to_edges()=cornetto.parse-module.html#_relations_to_edges"><a title="cornetto.parse._relations_to_edges" class="py-name" href="#" onclick="return doclink('link-9', '_relations_to_edges', 'link-9');">_relations_to_edges</a></tt><tt class="py-op">(</tt><tt class="py-name">c_lu_id2lu</tt><tt class="py-op">,</tt> <tt class="py-name">sy_id2synset</tt><tt class="py-op">,</tt> <tt class="py-name">sy_id2lus</tt><tt class="py-op">,</tt> <tt class="py-name">graph</tt><tt class="py-op">,</tt> </tt>
<a name="L321"></a><tt class="py-lineno">321</tt>  <tt class="py-line">                        <tt class="py-name">verbose</tt><tt class="py-op">=</tt><tt class="py-name">verbose</tt><tt class="py-op">)</tt> </tt>
<a name="L322"></a><tt class="py-lineno">322</tt>  <tt class="py-line">     </tt>
<a name="L323"></a><tt class="py-lineno">323</tt>  <tt class="py-line">    <tt class="py-comment"># drop sy_id2lus</tt> </tt>
<a name="L324"></a><tt class="py-lineno">324</tt>  <tt class="py-line">    <tt class="py-keyword">return</tt> <tt class="py-name">form2lu</tt><tt class="py-op">,</tt> <tt class="py-name">c_lu_id2lu</tt><tt class="py-op">,</tt> <tt class="py-name">sy_id2synset</tt><tt class="py-op">,</tt> <tt class="py-name">graph</tt>  </tt>
</div><a name="L325"></a><tt class="py-lineno">325</tt>  <tt class="py-line"> </tt>
<a name="L326"></a><tt class="py-lineno">326</tt>  <tt class="py-line"> </tt>
<a name="L327"></a><tt class="py-lineno">327</tt>  <tt class="py-line"><tt class="py-comment">#-------------------------------------------------------------------------------</tt> </tt>
<a name="L328"></a><tt class="py-lineno">328</tt>  <tt class="py-line"><tt class="py-comment"># parse cdb_lu file with counts</tt> </tt>
<a name="L329"></a><tt class="py-lineno">329</tt>  <tt class="py-line"><tt class="py-comment">#-------------------------------------------------------------------------------</tt> </tt>
<a name="L330"></a><tt class="py-lineno">330</tt>  <tt class="py-line"> </tt>
<a name="_parse_count_totals"></a><div id="_parse_count_totals-def"><a name="L331"></a><tt class="py-lineno">331</tt> <a class="py-toggle" href="#" id="_parse_count_totals-toggle" onclick="return toggle('_parse_count_totals');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.parse-module.html#_parse_count_totals">_parse_count_totals</a><tt class="py-op">(</tt><tt class="py-param">parser</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="_parse_count_totals-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="_parse_count_totals-expanded"><a name="L332"></a><tt class="py-lineno">332</tt>  <tt class="py-line">    <tt class="py-docstring">"""</tt> </tt>
<a name="L333"></a><tt class="py-lineno">333</tt>  <tt class="py-line"><tt class="py-docstring">    parse per category and overall counts </tt> </tt>
<a name="L334"></a><tt class="py-lineno">334</tt>  <tt class="py-line"><tt class="py-docstring">    from attributes of cdb_lu document root</tt> </tt>
<a name="L335"></a><tt class="py-lineno">335</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="L336"></a><tt class="py-lineno">336</tt>  <tt class="py-line">    <tt class="py-name">cat2count</tt> <tt class="py-op">=</tt> <tt class="py-name">dict</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L337"></a><tt class="py-lineno">337</tt>  <tt class="py-line">     </tt>
<a name="L338"></a><tt class="py-lineno">338</tt>  <tt class="py-line">    <tt class="py-keyword">for</tt> <tt class="py-name">cat</tt> <tt class="py-keyword">in</tt> <tt class="py-string">"noun verb adj other all"</tt><tt class="py-op">.</tt><tt class="py-name">split</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">:</tt>  </tt>
<a name="L339"></a><tt class="py-lineno">339</tt>  <tt class="py-line">        <tt class="py-keyword">try</tt><tt class="py-op">:</tt> </tt>
<a name="L340"></a><tt class="py-lineno">340</tt>  <tt class="py-line">            <tt class="py-name">cat2count</tt><tt class="py-op">[</tt><tt class="py-name">cat</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">int</tt><tt class="py-op">(</tt><tt class="py-name">parser</tt><tt class="py-op">.</tt><tt class="py-name">root</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"count-total-%s"</tt> <tt class="py-op">%</tt> <tt class="py-name">cat</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L341"></a><tt class="py-lineno">341</tt>  <tt class="py-line">        <tt class="py-keyword">except</tt> <tt class="py-name">TypeError</tt><tt class="py-op">:</tt> </tt>
<a name="L342"></a><tt class="py-lineno">342</tt>  <tt class="py-line">            <tt class="py-keyword">print</tt> <tt class="py-op">&gt;&gt;</tt><tt class="py-name">stderr</tt><tt class="py-op">,</tt> <tt class="py-string">"ERROR: This cdb_lu file seems to have no counts!"</tt>  </tt>
<a name="L343"></a><tt class="py-lineno">343</tt>  <tt class="py-line">            <tt class="py-keyword">raise</tt> </tt>
<a name="L344"></a><tt class="py-lineno">344</tt>  <tt class="py-line">         </tt>
<a name="L345"></a><tt class="py-lineno">345</tt>  <tt class="py-line">    <tt class="py-keyword">return</tt> <tt class="py-name">cat2count</tt> </tt>
</div><a name="L346"></a><tt class="py-lineno">346</tt>  <tt class="py-line"> </tt>
<a name="L347"></a><tt class="py-lineno">347</tt>  <tt class="py-line"> </tt>
<a name="_parse_cdb_lu_with_counts"></a><div id="_parse_cdb_lu_with_counts-def"><a name="L348"></a><tt class="py-lineno">348</tt> <a class="py-toggle" href="#" id="_parse_cdb_lu_with_counts-toggle" onclick="return toggle('_parse_cdb_lu_with_counts');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.parse-module.html#_parse_cdb_lu_with_counts">_parse_cdb_lu_with_counts</a><tt class="py-op">(</tt><tt class="py-param">file</tt><tt class="py-op">,</tt> <tt class="py-param">graph</tt><tt class="py-op">,</tt> <tt class="py-param">verbose</tt><tt class="py-op">=</tt><tt class="py-name">False</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="_parse_cdb_lu_with_counts-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="_parse_cdb_lu_with_counts-expanded"><a name="L349"></a><tt class="py-lineno">349</tt>  <tt class="py-line">    <tt class="py-docstring">"""</tt> </tt>
<a name="L350"></a><tt class="py-lineno">350</tt>  <tt class="py-line"><tt class="py-docstring">    an extension of _parse_cdb_lu which also parses the count totals</tt> </tt>
<a name="L351"></a><tt class="py-lineno">351</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="L352"></a><tt class="py-lineno">352</tt>  <tt class="py-line">    <tt class="py-name">parser</tt> <tt class="py-op">=</tt> <tt class="py-name">iterparse</tt><tt class="py-op">(</tt><tt class="py-name">file</tt><tt class="py-op">)</tt> </tt>
<a name="L353"></a><tt class="py-lineno">353</tt>  <tt class="py-line">    <tt class="py-name">form2lu</tt><tt class="py-op">,</tt> <tt class="py-name">c_lu_id2lu</tt> <tt class="py-op">=</tt> <tt id="link-10" class="py-name"><a title="cornetto.parse._parse_lex_units" class="py-name" href="#" onclick="return doclink('link-10', '_parse_lex_units', 'link-1');">_parse_lex_units</a></tt><tt class="py-op">(</tt><tt class="py-name">parser</tt><tt class="py-op">,</tt> <tt class="py-name">graph</tt><tt class="py-op">,</tt> <tt class="py-name">verbose</tt><tt class="py-op">)</tt> </tt>
<a name="L354"></a><tt class="py-lineno">354</tt>  <tt class="py-line">    <tt class="py-name">cat2counts</tt> <tt class="py-op">=</tt> <tt id="link-11" class="py-name" targets="Function cornetto.parse._parse_count_totals()=cornetto.parse-module.html#_parse_count_totals"><a title="cornetto.parse._parse_count_totals" class="py-name" href="#" onclick="return doclink('link-11', '_parse_count_totals', 'link-11');">_parse_count_totals</a></tt><tt class="py-op">(</tt><tt class="py-name">parser</tt><tt class="py-op">)</tt> </tt>
<a name="L355"></a><tt class="py-lineno">355</tt>  <tt class="py-line">    <tt id="link-12" class="py-name" targets="Function cornetto.parse._check_subcounts()=cornetto.parse-module.html#_check_subcounts"><a title="cornetto.parse._check_subcounts" class="py-name" href="#" onclick="return doclink('link-12', '_check_subcounts', 'link-12');">_check_subcounts</a></tt><tt class="py-op">(</tt><tt class="py-name">parser</tt><tt class="py-op">)</tt> </tt>
<a name="L356"></a><tt class="py-lineno">356</tt>  <tt class="py-line">    <tt class="py-keyword">return</tt> <tt class="py-name">form2lu</tt><tt class="py-op">,</tt> <tt class="py-name">c_lu_id2lu</tt><tt class="py-op">,</tt> <tt class="py-name">cat2counts</tt> </tt>
</div><a name="L357"></a><tt class="py-lineno">357</tt>  <tt class="py-line"> </tt>
<a name="L358"></a><tt class="py-lineno">358</tt>  <tt class="py-line"> </tt>
<a name="_check_subcounts"></a><div id="_check_subcounts-def"><a name="L359"></a><tt class="py-lineno">359</tt> <a class="py-toggle" href="#" id="_check_subcounts-toggle" onclick="return toggle('_check_subcounts');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.parse-module.html#_check_subcounts">_check_subcounts</a><tt class="py-op">(</tt><tt class="py-param">parser</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="_check_subcounts-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="_check_subcounts-expanded"><a name="L360"></a><tt class="py-lineno">360</tt>  <tt class="py-line">    <tt class="py-docstring">"""</tt> </tt>
<a name="L361"></a><tt class="py-lineno">361</tt>  <tt class="py-line"><tt class="py-docstring">    check that (at least one of the) lexical units have a 'subcounts'</tt> </tt>
<a name="L362"></a><tt class="py-lineno">362</tt>  <tt class="py-line"><tt class="py-docstring">    attribute</tt> </tt>
<a name="L363"></a><tt class="py-lineno">363</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="L364"></a><tt class="py-lineno">364</tt>  <tt class="py-line">    <tt class="py-keyword">for</tt> <tt class="py-name">form_el</tt> <tt class="py-keyword">in</tt> <tt class="py-name">parser</tt><tt class="py-op">.</tt><tt class="py-name">root</tt><tt class="py-op">.</tt><tt class="py-name">getiterator</tt><tt class="py-op">(</tt><tt class="py-string">"form"</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L365"></a><tt class="py-lineno">365</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-name">form_el</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"subcount"</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L366"></a><tt class="py-lineno">366</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> </tt>
<a name="L367"></a><tt class="py-lineno">367</tt>  <tt class="py-line">         </tt>
<a name="L368"></a><tt class="py-lineno">368</tt>  <tt class="py-line">    <tt class="py-keyword">print</tt> <tt class="py-op">&gt;&gt;</tt><tt class="py-name">stderr</tt><tt class="py-op">,</tt> <tt class="py-string">"ERROR: This cdb_lu file seems to have no subcounts!"</tt>  </tt>
<a name="L369"></a><tt class="py-lineno">369</tt>  <tt class="py-line">    <tt class="py-keyword">raise</tt> <tt class="py-name">TypeError</tt> </tt>
</div><a name="L370"></a><tt class="py-lineno">370</tt>  <tt class="py-line"> </tt>
<a name="L371"></a><tt class="py-lineno">371</tt>  <tt class="py-line"> </tt>
<a name="parse_cdb_with_counts"></a><div id="parse_cdb_with_counts-def"><a name="L372"></a><tt class="py-lineno">372</tt> <a class="py-toggle" href="#" id="parse_cdb_with_counts-toggle" onclick="return toggle('parse_cdb_with_counts');">-</a><tt class="py-line"><tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.parse-module.html#parse_cdb_with_counts">parse_cdb_with_counts</a><tt class="py-op">(</tt><tt class="py-param">cdb_lu</tt><tt class="py-op">,</tt> <tt class="py-param">cdb_syn</tt><tt class="py-op">,</tt> <tt class="py-param">verbose</tt><tt class="py-op">=</tt><tt class="py-name">False</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="parse_cdb_with_counts-collapsed" style="display:none;" pad="+++" indent="++++"></div><div id="parse_cdb_with_counts-expanded"><a name="L373"></a><tt class="py-lineno">373</tt>  <tt class="py-line">    <tt class="py-docstring">"""</tt> </tt>
<a name="L374"></a><tt class="py-lineno">374</tt>  <tt class="py-line"><tt class="py-docstring">    an extension of parse_cdb which also parses the count totals</tt> </tt>
<a name="L375"></a><tt class="py-lineno">375</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="L376"></a><tt class="py-lineno">376</tt>  <tt class="py-line">    <tt class="py-name">graph</tt> <tt class="py-op">=</tt> <tt class="py-name">networkx</tt><tt class="py-op">.</tt><tt class="py-name">MultiDiGraph</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L377"></a><tt class="py-lineno">377</tt>  <tt class="py-line"> </tt>
<a name="L378"></a><tt class="py-lineno">378</tt>  <tt class="py-line">    <tt class="py-name">form2lu</tt><tt class="py-op">,</tt> <tt class="py-name">c_lu_id2lu</tt><tt class="py-op">,</tt> <tt class="py-name">cat2counts</tt> <tt class="py-op">=</tt> \ </tt>
<a name="L379"></a><tt class="py-lineno">379</tt>  <tt class="py-line">    <tt id="link-13" class="py-name" targets="Function cornetto.parse._parse_cdb_lu_with_counts()=cornetto.parse-module.html#_parse_cdb_lu_with_counts"><a title="cornetto.parse._parse_cdb_lu_with_counts" class="py-name" href="#" onclick="return doclink('link-13', '_parse_cdb_lu_with_counts', 'link-13');">_parse_cdb_lu_with_counts</a></tt><tt class="py-op">(</tt><tt class="py-name">cdb_lu</tt><tt class="py-op">,</tt> <tt class="py-name">graph</tt><tt class="py-op">,</tt> <tt class="py-name">verbose</tt><tt class="py-op">=</tt><tt class="py-name">verbose</tt><tt class="py-op">)</tt> </tt>
<a name="L380"></a><tt class="py-lineno">380</tt>  <tt class="py-line"> </tt>
<a name="L381"></a><tt class="py-lineno">381</tt>  <tt class="py-line">    <tt class="py-name">sy_id2synset</tt><tt class="py-op">,</tt> <tt class="py-name">sy_id2lus</tt> <tt class="py-op">=</tt> \ </tt>
<a name="L382"></a><tt class="py-lineno">382</tt>  <tt class="py-line">    <tt id="link-14" class="py-name"><a title="cornetto.parse._parse_cdb_syn" class="py-name" href="#" onclick="return doclink('link-14', '_parse_cdb_syn', 'link-8');">_parse_cdb_syn</a></tt><tt class="py-op">(</tt><tt class="py-name">cdb_syn</tt><tt class="py-op">,</tt> <tt class="py-name">c_lu_id2lu</tt><tt class="py-op">,</tt> <tt class="py-name">verbose</tt><tt class="py-op">=</tt><tt class="py-name">verbose</tt><tt class="py-op">)</tt> </tt>
<a name="L383"></a><tt class="py-lineno">383</tt>  <tt class="py-line"> </tt>
<a name="L384"></a><tt class="py-lineno">384</tt>  <tt class="py-line">    <tt id="link-15" class="py-name"><a title="cornetto.parse._relations_to_edges" class="py-name" href="#" onclick="return doclink('link-15', '_relations_to_edges', 'link-9');">_relations_to_edges</a></tt><tt class="py-op">(</tt><tt class="py-name">c_lu_id2lu</tt><tt class="py-op">,</tt> <tt class="py-name">sy_id2synset</tt><tt class="py-op">,</tt> <tt class="py-name">sy_id2lus</tt><tt class="py-op">,</tt> <tt class="py-name">graph</tt><tt class="py-op">,</tt> </tt>
<a name="L385"></a><tt class="py-lineno">385</tt>  <tt class="py-line">                        <tt class="py-name">verbose</tt><tt class="py-op">=</tt><tt class="py-name">verbose</tt><tt class="py-op">)</tt> </tt>
<a name="L386"></a><tt class="py-lineno">386</tt>  <tt class="py-line">     </tt>
<a name="L387"></a><tt class="py-lineno">387</tt>  <tt class="py-line">    <tt class="py-comment"># drop sy_id2lus</tt> </tt>
<a name="L388"></a><tt class="py-lineno">388</tt>  <tt class="py-line">    <tt class="py-keyword">return</tt> <tt class="py-name">form2lu</tt><tt class="py-op">,</tt> <tt class="py-name">c_lu_id2lu</tt><tt class="py-op">,</tt> <tt class="py-name">sy_id2synset</tt><tt class="py-op">,</tt> <tt class="py-name">graph</tt><tt class="py-op">,</tt> <tt class="py-name">cat2counts</tt> </tt>
</div><a name="L389"></a><tt class="py-lineno">389</tt>  <tt class="py-line"> </tt><script type="text/javascript">
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